ksb.csle.component.operator.cleaning
Object that contains message ksb.csle.common.proto.StreamOperatorProto.GeneralizedLinearRegressionInfo GeneralizedLinearRegressionInfo contains attributes as follows:
message GeneralizedLinearRegressionInfo { required string labelName = 3 required FamilyType familyType = 4 [default = GAUSSIAN]; required LinkType linkType = 5 [default = IDENTITY]; required int32 maxIter = 6; enum FamilyType { GAUSSIAN = 0; BINOMIAL = 1; POISSON = 2; GAMMA = 3; } enum LinkType { IDENTITY = 0; LOG = 1; INVERSE = 2; LOGIT = 3; PROBIT = 4; CLOGLOG = 5; SQRT = 6; } }
Operates GeneralizedLinearRegression.
Operates GeneralizedLinearRegression.
Input dataframe
DataFrame Output dataframe
Validates GeneralizedLinearRegression info and dataframe schema info using following params.
Validates GeneralizedLinearRegression info and dataframe schema info using following params.
:: ApplicationDeveloperApi ::
Operator that performs Generalized Linear Regression. It generalizes linear regression by associating linear model with response variables that have error distribution models through link function and the magnitude of variance.